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Spectral clustering of single cells using Siamese nerual network combined with improved affinity matrix
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 12
作者:
Jiang, Hanjing
;
Huang, Yabing
;
Li, Qianpeng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/06/10
scRNA-seq
Sigmoid kernel
Siamese CNN
improved spectral clustering
An efficient Nystrom spectral clustering algorithm using incomplete Cholesky decomposition
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 186, 页码: 11
作者:
Jia, Hongjie
;
Wang, Liangjun
;
Song, Heping
;
Mao, Qirong
;
Ding, Shifei
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/12/01
Spectral clustering
Nystrom approximation
Incomplete Cholesky decomposition
Large data set
Fine-Grained Visual Categorization by Localizing Object Parts With Single Image
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1187-1199
作者:
Zheng, Xiangtao
;
Qi, Lei
;
Ren, Yutao
;
Lu, Xiaoqiang
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  |  
浏览/下载:48/0
  |  
提交时间:2021/05/28
Feature extraction
Detectors
Training
Image representation
Visualization
Semantics
Birds
Fine-grained visual categorization
Part localization
Part relationship
Spectral clustering
Dropout learning
What and How: Generalized Lifelong Spectral Clustering via Dual Memory
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
作者:
Sun G(孙干)
;
Cong Y(丛杨)
;
Dong JH(董家华)
;
Liu YY(刘宇阳)
;
Ding ZM(丁正明)
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  |  
浏览/下载:12/0
  |  
提交时间:2021/02/27
Lifelong Machine Learning
Spectral Clustering
Deep Transfer Learning
Neural Networks
Improve the spectral clustering by integrating a new modularity similarity index and out-of-sample extension
期刊论文
MODERN PHYSICS LETTERS B, 2020, 卷号: 34, 期号: 11, 页码: 12
作者:
Shen, Dongqin
;
Li, Xiuyi
;
Yan, Guan
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  |  
浏览/下载:32/0
  |  
提交时间:2020/06/30
Spectral clustering
out-of-sample
modularity
similarity measure
Spectral Clustering by Joint Spectral Embedding and Spectral Rotation
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 1, 页码: 247-258
作者:
Pang, Yanwei
;
Xie, Jin
;
Nie, Feiping
;
Li, Xuelong
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  |  
浏览/下载:40/0
  |  
提交时间:2020/03/06
Normalized cut (Ncut)
spectral clustering
spectral rotation
Joint Learning of Fuzzy k-Means and Nonnegative Spectral Clustering With Side Information
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 5, 页码: 2152–2162
作者:
Zhang, Rui
;
Nie, Feiping
;
Guo, Muhan
;
Wei, Xian
;
Li, Xuelong
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  |  
浏览/下载:110/0
  |  
提交时间:2019/03/20
Fuzzy K-means
spectral clustering
adaptive loss function
Fast Spectral Clustering for Unsupervised Hyperspectral Image Classification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 4
作者:
Zhao, Yang
;
Yuan, Yuan
;
Wang, Qi
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  |  
浏览/下载:54/0
  |  
提交时间:2019/04/12
spectral clustering
hyperspectral image classification
remote sensing
manifold learning
unsupervised learning
Multi-view spectral clustering via partial sum minimisation of singular values
期刊论文
ELECTRONICS LETTERS, 2019, 卷号: 55, 页码: 314-315
作者:
Zhai, Ling
;
Zhu, Jihua
;
Zheng, Qinghai
;
Pang, Shanmin
;
Li, Zhongyu
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  |  
浏览/下载:33/0
  |  
提交时间:2019/11/19
singular values
pattern clustering
graph theory
single view
common normalised graph Laplacian
low rank
sparse matrices
augmented Lagrangian multiplier algorithm
common Laplacian
robust multiview spectral clustering approach
partial sum minimisation
low-rank Laplacian
multiview clustering results
matrix decomposition
optimisation
Subspace segmentation with a large number of subspaces using infinity norm minimization
期刊论文
PATTERN RECOGNITION, 2019, 卷号: 89, 页码: 45-54
作者:
Tang, Kewei
;
Su, Zhixun
;
Liu, Yang
;
Jiang, Wei
;
Zhang, Jie
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2019/12/02
Subspace segmentation
Large subspace number
Infinity norm
Spectral-clustering based methods
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